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                    Nginx基础
            
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                    Nginx负载均衡
            
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                    Nginx限流
            
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                    Nginx客户端辅助技巧
            
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                    容器化
            
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                    Docker学习笔记
            
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                    Docker基础操作
            
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                    DockerFile
            
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                    Http入坑Https笔记
            
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                    Java基础
            
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                    Java语法糖
            
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                    Java数据结构
            
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                    java8函数式编程
            
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                    JDK源码分析ArrayList
            
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                    JDK源码分析HashMap
            
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                    Java注解
            
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                    Timsort排序算法
            
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                    插入排序分析与Java实现
            
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                    Maven使用技巧
            
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                    Java编码规范
            
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<h1 id="spring-actuator">spring actuator</h1>
<h2 id="actuator-endpoints&#x8BE6;&#x89E3;">actuator Endpoints&#x8BE6;&#x89E3;</h2>
<table>
<thead>
<tr>
<th>Endpoints</th>
<th>&#x63CF;&#x8FF0;</th>
<th style="text-align:center">&#x662F;&#x5426;&#x9700;&#x8981;&#x9274;&#x6743;</th>
</tr>
</thead>
<tbody>
<tr>
<td>actuator</td>
<td>&#x4E3A;&#x5176;&#x4ED6;&#x7AEF;&#x70B9;&#x63D0;&#x4F9B;&#x201C;&#x53D1;&#x73B0;&#x9875;&#x9762;&#x201D;&#x3002;&#x8981;&#x6C42;Spring HATEOAS&#x5728;classpath&#x8DEF;&#x5F84;&#x4E0A;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
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<tr>
<td>auditevents</td>
<td>&#x9648;&#x5217;&#x5F53;&#x524D;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#x7684;&#x5BA1;&#x8BA1;&#x4E8B;&#x4EF6;&#x4FE1;&#x606F;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>autoconfig</td>
<td>&#x5C55;&#x793A;&#x81EA;&#x52A8;&#x914D;&#x7F6E;&#x4FE1;&#x606F;&#x5E76;&#x4E14;&#x663E;&#x793A;&#x6240;&#x6709;&#x81EA;&#x52A8;&#x914D;&#x7F6E;&#x5019;&#x9009;&#x4EBA;&#x4EE5;&#x53CA;&#x4ED6;&#x4EEC;&#x201C;&#x88AB;&#x4E0D;&#x88AB;&#x201D;&#x5E94;&#x7528;&#x7684;&#x539F;&#x56E0;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>beans</td>
<td>&#x663E;&#x793A;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#x4E2D;&#x6240;&#x6709;Spring bean&#x7684;&#x5B8C;&#x6574;&#x5217;&#x8868;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>configprops</td>
<td>&#x663E;&#x793A;&#x6240;&#x6709;&#x914D;&#x7F6E;&#x4FE1;&#x606F;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>dump</td>
<td>dump&#x6240;&#x6709;&#x7EBF;&#x7A0B;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>env</td>
<td>&#x9648;&#x5217;&#x6240;&#x6709;&#x7684;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>flyway</td>
<td>Shows any Flyway database migrations that have been applied</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>health</td>
<td>&#x663E;&#x793A;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#x8FD0;&#x884C;&#x72B6;&#x51B5;&#x4FE1;&#x606F;</td>
<td style="text-align:center">&#x4E0D;&#x9700;&#x8981;</td>
</tr>
<tr>
<td>info</td>
<td>&#x663E;&#x793A;&#x5E94;&#x7528;&#x4FE1;&#x606F; &#x3002;</td>
<td style="text-align:center">&#x4E0D;&#x9700;&#x8981;</td>
</tr>
<tr>
<td>loggers</td>
<td>&#x663E;&#x793A;&#x548C;&#x4FEE;&#x6539;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#x4E2D;&#x7684;loggers&#x914D;&#x7F6E; &#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>liquibase</td>
<td>&#x663E;&#x793A;&#x5DF2;&#x7ECF;&#x5E94;&#x7528;&#x7684;&#x4EFB;&#x4F55;Liquibase&#x6570;&#x636E;&#x5E93;&#x8FC1;&#x79FB;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>metrics</td>
<td>&#x663E;&#x793A;&#x5F53;&#x524D;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#x7684;&#x201C;&#x6307;&#x6807;&#x201D;&#x4FE1;&#x606F;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>mappings</td>
<td>&#x663E;&#x793A;&#x6240;&#x6709;@RequestMapping&#x7684;url&#x6574;&#x7406;&#x5217;&#x8868; &#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>shutdown</td>
<td>&#x5173;&#x95ED;&#x5E94;&#x7528;&#xFF08;&#x9ED8;&#x8BA4;&#x60C5;&#x51B5;&#x4E0B;&#x4E0D;&#x542F;&#x7528;&#xFF09;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
<tr>
<td>trace</td>
<td>&#x663E;&#x793A;&#x8DDF;&#x8E2A;&#x4FE1;&#x606F;&#xFF08;&#x9ED8;&#x8BA4;&#x6700;&#x540E;100&#x4E2A;HTTP&#x8BF7;&#x6C42;&#xFF09;&#x3002;</td>
<td style="text-align:center">&#x9700;&#x8981;</td>
</tr>
</tbody>
</table>
<hr>
<h1 id="prometheus">prometheus</h1>
<p>&#x5B98;&#x7F51;&#xFF1A;<a href="https://prometheus.io/docs/prometheus/latest/querying/functions/" target="_blank">https://prometheus.io/docs/prometheus/latest/querying/functions/</a>
&#x53C2;&#x8003;&#x81EA;&#xFF1A;<a href="https://blog.ruhm.me/post/prometheus-intro/" target="_blank">https://blog.ruhm.me/post/prometheus-intro/</a></p>
<h2 id="prometheus&#x67B6;&#x6784;&#x4E0E;&#x8FD0;&#x4F5C;&#x903B;&#x8F91;">prometheus&#x67B6;&#x6784;&#x4E0E;&#x8FD0;&#x4F5C;&#x903B;&#x8F91;</h2>
<p>&#x5927;&#x81F4;&#x4F7F;&#x7528;&#x903B;&#x8F91;&#x662F;&#x8FD9;&#x6837;&#xFF1A; </p>
<ol>
<li>Prometheus server &#x5B9A;&#x671F;&#x4ECE;&#x9759;&#x6001;&#x914D;&#x7F6E;&#x7684; targets &#x6216;&#x8005;&#x670D;&#x52A1;&#x53D1;&#x73B0;&#x7684; targets &#x62C9;&#x53D6;&#x6570;&#x636E;&#x3002; </li>
<li>&#x5F53;&#x65B0;&#x62C9;&#x53D6;&#x7684;&#x6570;&#x636E;&#x5927;&#x4E8E;&#x914D;&#x7F6E;&#x5185;&#x5B58;&#x7F13;&#x5B58;&#x533A;&#x7684;&#x65F6;&#x5019;&#xFF0C;Prometheus &#x4F1A;&#x5C06;&#x6570;&#x636E;&#x6301;&#x4E45;&#x5316;&#x5230;&#x78C1;&#x76D8;&#xFF08;&#x5982;&#x679C;&#x4F7F;&#x7528; remote storage &#x5C06;&#x6301;&#x4E45;&#x5316;&#x5230;&#x4E91;&#x7AEF;&#xFF09;&#x3002; </li>
<li>Prometheus &#x53EF;&#x4EE5;&#x914D;&#x7F6E; rules&#xFF0C;&#x7136;&#x540E;&#x5B9A;&#x65F6;&#x67E5;&#x8BE2;&#x6570;&#x636E;&#xFF0C;&#x5F53;&#x6761;&#x4EF6;&#x89E6;&#x53D1;&#x7684;&#x65F6;&#x5019;&#xFF0C;&#x4F1A;&#x5C06; alert &#x63A8;&#x9001;&#x5230;&#x914D;&#x7F6E;&#x7684; Alertmanager&#x3002; </li>
<li>Alertmanager &#x6536;&#x5230;&#x8B66;&#x544A;&#x7684;&#x65F6;&#x5019;&#xFF0C;&#x53EF;&#x4EE5;&#x6839;&#x636E;&#x914D;&#x7F6E;&#xFF0C;&#x805A;&#x5408;&#xFF0C;&#x53BB;&#x91CD;&#xFF0C;&#x964D;&#x566A;&#xFF0C;&#x6700;&#x540E;&#x53D1;&#x9001;&#x8B66;&#x544A;&#x3002;</li>
</ol>
<h2 id="micrometer-api">Micrometer Api</h2>
<ul>
<li><strong>Counter</strong>:&#x662F;&#x8868;&#x793A;&#x5355;&#x4E2A;&#x5355;&#x8C03;&#x9012;&#x589E;&#x8BA1;&#x6570;&#x5668;&#x7684;&#x7D2F;&#x79EF;&#x5EA6;&#x91CF;&#xFF0C;&#x5176;&#x503C;&#x53EA;&#x80FD;&#x589E;&#x52A0;,&#x6216;&#x5728;&#x91CD;&#x542F;&#x65F6;&#x91CD;&#x7F6E;&#x4E3A;&#x96F6;&#x3002;</li>
<li><strong>Gauge</strong>:&#x662F;&#x4E00;&#x4E2A;&#x77AC;&#x65F6;&#x5EA6;&#x91CF;&#xFF0C;&#x8868;&#x793A;&#x53EF;&#x4EE5;&#x4EFB;&#x610F;&#x4E0A;&#x4E0B;&#x7684;&#x5355;&#x4E2A;&#x6570;&#x503C;&#x3002;</li>
<li><strong>Timer/Summary</strong>:&#x8BB0;&#x5F55;&#x6301;&#x7EED;&#x65F6;&#x95F4;&#x548C;&#x54CD;&#x5E94;&#x5927;&#x5C0F;&#x7B49;&#xFF0C;&#x662F;Counter&#x548C;Gauge&#x7684;&#x6DF7;&#x5408;&#x793A;&#x4F8B;&#xFF0C;&#x6709;&#x4E09;&#x4E2A;&#x6307;&#x6807;&#xFF0C;&#x603B;&#x6B21;&#x6570;&#x548C;&#x603B;&#x65F6;&#x957F;&#xFF0C;&#x548C;&#x65F6;&#x95F4;&#x8303;&#x56F4;&#x5185;&#x7684;max&#x503C;</li>
</ul>
<p>&#x5B98;&#x7F51;&#xFF1A;<a href="http://micrometer.io/docs" target="_blank">http://micrometer.io/docs</a></p>
<hr>
<h2 id="&#x8868;&#x8FBE;&#x5F0F;&#x51FD;&#x6570;">&#x8868;&#x8FBE;&#x5F0F;&#x51FD;&#x6570;</h2>
<p>&#x5B98;&#x7F51;API&#x6587;&#x6863;&#xFF1A;<a href="https://prometheus.io/docs/prometheus/latest/querying/functions/" target="_blank">https://prometheus.io/docs/prometheus/latest/querying/functions/</a></p>
<h3 id="increase"><strong>increase()</strong></h3>
<p><strong>increase()</strong>:calculates the increase in the time series in the range vector.&#x6307;&#x5B9A;&#x65F6;&#x95F4;&#x8303;&#x56F4;&#x5185;&#x7684;&#x589E;&#x91CF;</p>
<p>&#x8FC7;&#x53BB;5&#x5206;&#x949F;&#x5185;&#x65B0;&#x589E;&#x8BF7;&#x6C42;&#x603B;&#x6570;&#xFF1A;<code>increase(loan_total{appName=&quot;grafana-design-competition-server&quot;}[5m])</code></p>
<h3 id="sum-&#x3001;count"><strong>sum() &#x3001;count()</strong></h3>
<p><strong>sum()</strong>:&#x5206;&#x7EC4;&#x6C42;&#x548C;&#x3002;&#x7C7B;&#x4F3C;select sum() group by&#x3002;&#x4F8B;&#x5982;&#x4EE5;&#x4E0B;result&#x662F;&#x9886;&#x53D6;&#x7EA2;&#x5305;&#x7F16;&#x7801;&#xFF0C;&#x8868;&#x793A;&#x6BCF;&#x4E2A;&#x7EA2;&#x5305;&#x7684;&#x9886;&#x53D6;&#x6210;&#x529F;&#x8BB0;&#x5F55;counter&#x6C42;&#x548C;&#x3002;</p>
<pre><code>sum(action_draw_total{appName=&quot;red-packet-service&quot;,group=&quot;lc-yxx&quot;,instance=&quot;192.168.13.42:8024&quot;,type=&quot;winning&quot;})by(result)
</code></pre><p><strong>&#x6CE8;&#x610F;&#xFF1A;</strong>sum()&#x4E0E;count()&#x7684;&#x533A;&#x522B;&#x5728;&#x4E8E;&#xFF0C;count()&#x65B9;&#x6CD5;&#x662F;select count() group by&#x3002;&#x4F8B;&#x5982;&#x4EE5;&#x4E0B;&#xFF0C;&#x8868;&#x793A;&#x4E3A;&#x6BCF;&#x4E2A;&#x7EA2;&#x5305;&#xFF0C;&#x7ED3;&#x679C;&#x4E3A;result = A&#xFF0C;&#x6570;&#x91CF;&#x4E3A;1&#xFF1B;result = b&#xFF0C;&#x6570;&#x91CF;&#x4E3A;1 &#x3002;&#x3002;&#x3002;</p>
<pre><code>count(action_draw_total{appName=&quot;red-packet-service&quot;,group=&quot;lc-yxx&quot;,instance=&quot;192.168.13.42:8024&quot;,type=&quot;winning&quot;})by(result)
</code></pre><p>&#x7EC4;&#x5408;&#x4F7F;&#x7528;&#x53EF;&#x5F97;&#xFF0C;&#x6240;&#x6709;&#x5B58;&#x5728;&#x7EA2;&#x5305;&#x7684;&#x603B;&#x6570;&#xFF0C;&#x6CE8;&#x610F;&#xFF0C;&#x4E0D;&#x662F;&#x6240;&#x6709;&#x7EA2;&#x5305;&#x7684;&#x9886;&#x53D6;&#x6210;&#x529F;&#x8BB0;&#x5F55;&#x6570;&#x4E4B;&#x548C;&#xFF1A;</p>
<pre><code>sum(count(action_draw_total{appName=&quot;red-packet-service&quot;,group=&quot;lc-yxx&quot;,instance=&quot;192.168.13.42:8024&quot;,type=&quot;winning&quot;})by(result))
</code></pre><h3 id="rate"><strong>rate()</strong></h3>
<p><strong>rate()</strong>:calculates the per-second average rate of increase of the time series in the range vector. &#x8FC7;&#x53BB;&#x65F6;&#x95F4;&#x8303;&#x56F4;&#x5185;&#xFF0C;&#x6BCF;&#x79D2;&#x7684;&#x589E;&#x91CF;&#x76F8;&#x5BF9;&#x8BE5;&#x65F6;&#x95F4;&#x8303;&#x56F4;&#x5185;&#x603B;&#x91CF;&#x7684;&#x5360;&#x6BD4;&#x3002;</p>
<p>1.QPS&#x7EDF;&#x8BA1;&#xFF0C;&#x6839;&#x636E;&#x8FC7;&#x53BB;5&#x5206;&#x949F;&#x5185;&#x6BCF;&#x79D2;&#x589E;&#x52A0;&#x8BF7;&#x6C42;&#x6570;&#x7684;&#x5360;&#x6BD4;&#xFF1A;</p>
<pre><code>rate(lz_http_requests_total{job=&quot;02_lzmh_microservice_base_service_docker&quot;}[5m]) &gt; 0
</code></pre><p>2.QPS&#x7EDF;&#x8BA1;&#xFF0C;&#x6839;&#x636E;&#x8FC7;&#x53BB;5&#x5206;&#x949F;&#x5185;&#x6BCF;&#x79D2;&#x589E;&#x52A0;&#x8BF7;&#x6C42;&#x6570;&#x7684;&#x5360;&#x6BD4;&#xFF0C;&#x5E76;&#x6839;&#x636E;handler&#x5206;&#x7EC4;&#xFF1A;</p>
<pre><code>sum(rate(lz_http_requests_total{job=&quot;lzmh_microservice_weixin_applet_api&quot;}[5m])) by (handler) &gt; 0
</code></pre><p>3.&#x5E73;&#x5747;&#x54CD;&#x5E94;&#x65F6;&#x95F4;&#x5360;&#x6BD4;&#xFF1A;&#x6BCF;&#x79D2;&#x8BF7;&#x6C42;&#x603B;&#x65F6;&#x957F;&#x5360;&#x6BD4;<strong>&#x9664;&#x4EE5;</strong>&#x6BCF;&#x79D2;&#x8BF7;&#x6C42;&#x603B;&#x6570;&#x5360;&#x6BD4;&#xFF1A;</p>
<pre><code>(rate(lz_http_response_time_milliseconds_sum{job=&quot;02_lzmh_microservice_base_service_docker&quot;}[5m]) /
rate(lz_http_response_time_milliseconds_count{job=&quot;02_lzmh_microservice_base_service_docker&quot;}[5m])
) &gt; 0
</code></pre><h3 id="offset"><strong>offset</strong></h3>
<p><strong>offset</strong>&#xFF1A;&#x5F80;&#x8FC7;&#x53BB;&#x504F;&#x79FB;&#x6307;&#x5B9A;&#x65F6;&#x957F;</p>
<p>&#x83B7;&#x53D6;&#x4E00;&#x5929;&#x7684;&#x8FD1;4&#x5206;&#x949F;&#x5185;loan&#x8BF7;&#x6C42;&#x603B;&#x6570;&#x7684;&#x589E;&#x91CF;&#xFF1A;</p>
<pre><code>increase(loan_total{appName=&quot;grafana-design-competition-server&quot;,type=&quot;success&quot;}[5m] offset 1d)
</code></pre><p>&#x73AF;&#x6BD4;&#x8BA1;&#x7B97;&#x65B9;&#x6CD5;&#xFF1A;&#x4F8B;&#x5982;&#x589E;&#x91CF;&#x8BF7;&#x6C42;&#x73AF;&#x6BD4;&#xFF0C;&#x4EE5;30&#x5206;&#x949F;&#x4E3A;&#x4E00;&#x4E2A;&#x5468;&#x671F;&#xFF0C;&#x6BCF;&#x4E2A;&#x5468;&#x671F;&#x76F8;&#x5BF9;&#x4E0A;&#x4E00;&#x4E2A;&#x5468;&#x671F;&#x8BF7;&#x6C42;&#x589E;&#x91CF;&#x4E4B;&#x6BD4;</p>
<pre><code>sum(increase(http_requests_total{appName=&quot;grafana-design-competition-server&quot;}[10m] offset 10m)) by (appName)/

sum(increase(http_requests_total{appName=&quot;grafana-design-competition-server&quot;}[10m])) by (appName)
</code></pre><hr>
<h1 id="&#x9644;&#x5F55;">&#x9644;&#x5F55;</h1>
<p><strong>&#x73AF;&#x6BD4;</strong>&#xFF1A;&#x8868;&#x793A;&#x8FDE;&#x7EED;2&#x4E2A;&#x5355;&#x4F4D;&#x5468;&#x671F;&#xFF08;&#x6BD4;&#x5982;&#x8FDE;&#x7EED;&#x4E24;&#x6708;&#xFF09;&#x5185;&#x7684;&#x91CF;&#x7684;&#x53D8;&#x5316;&#x6BD4;
<strong>&#x540C;&#x6BD4;</strong>&#xFF1A;&#x4E00;&#x822C;&#x60C5;&#x51B5;&#x4E0B;&#x662F;&#x4ECA;&#x5E74;&#x7B2C;n&#x6708;&#x4E0E;&#x53BB;&#x5E74;&#x7B2C;n&#x6708;&#x6BD4;</p>
<p>&#x4F8B;&#x5982;&#xFF1A;&#x540C;&#x6BD4;,&#x6BD4;&#x5982;,2012&#x5E74;3&#x6708;&#x6BD4;2011&#x5E74;3&#x6708;&#x53EB;&#x540C;&#x6BD4;&#x3002; &#x73AF;&#x6BD4;,&#x6BD4;&#x5982;,2012&#x5E74;3&#x6708;&#x6BD4;2012&#x5E74;2&#x6708;&#x53EB;&#x73AF;&#x6BD4;&#x3002;</p>
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